I'm working on rank assignment to a list of values that is sorted in a file.
A miniature example is
Input:
1
2
2
2
3
4
Instead of normal ranking when there is a tie, I need to assign the upper value. So the required output is
1 1
2 4 #Note that it is not 2, since we have three 2's the upper bound is 4
2 4
2 4
3 5
4 6
I tried something like below, but it is not consistent.
$ awk ' BEGIN{t=0} NR==FNR { a[$1]++; next } { print $1,a[$1]+t; t=a[$1] } ' rank_in.txt rank_in.txt
1 1
2 4
2 6
2 6
3 4
4 2
This answer does normal ranking, so this question is not duplicate.
Instead of doing a double pass or keeping track of memory, we just use a uniq and reconstruct everything:
uniq -c file | awk '{n=n+$1;for(i=1;i<=$1;++i) print $2,n}' -
Two passes with just awk:
$ awk 'NR==FNR{rank[$1]=NR; next} {print $1, rank[$1]}' file file
1 1
2 4
2 4
2 4
3 5
4 6
or one pass with a pipe:
$ nl file | sort -k2,2 -k1,1nr | awk '$2!=prev{rank=$1; prev=$2} {print $2, rank}'
1 1
2 4
2 4
2 4
3 5
4 6
If you don't have nl on your system you could use cat -n or awk '{print NR, $0}' to generate the line numbers.
Try this awk:
awk 'FNR==NR {++fq[$1]; next} p != $1{s+=fq[$1]} {print p=$1, s}' file file
1 1
2 4
2 4
2 4
3 5
4 6
Assumptions:
input data is already sorted
Sample data:
$ cat rank.dat
1
2
2
2
3
4
One awk idea requiring a single pass through the file:
awk '
function print_rank() {
for ( i=1 ; i<=cnt ; i++ )
print id,rank
}
$1 != id { print_rank() # if we have a new id, print last id
cnt=0 # reset counter
}
{ id=$1 # keep track of current id
rank++ # increment rank by 1 for each new row processed
cnt++ # keep track of number of times we see this id
}
END { print_rank() } # flush last id to stdout
' rank.dat
This generates:
1 1
2 4
2 4
2 4
3 5
4 6
Another awk
$ awk ' NR==FNR { a[$1]++; next } { print $1, FNR + --a[$1] } ' rank_in.txt rank_in.txt
1 1
2 4
2 4
2 4
3 5
4 6
$
Related
I have long data file, file.txt
1 3
3 2
2 3
5 5
8 9
so out file should be, out.txt
1 3
1 2
1 5
1 9
3 3
3 2
3 5
Could you please try following.
awk '
FNR==NR{
a[++count]=$2
next
}
{
for(i=1;i<=count;i++){
print $1,a[i]
}
}
' Input_file Input_file
I have many files with three columns in a form of:
file1 | file2
1 0 1 | 1 0 2
2 3 3 | 2 3 7
3 6 2 | 3 6 0
4 1 0 | 4 1 3
5 2 4 | 5 2 1
First two columns are the same in each file. I want to calculate a sum of 3 columns from every file to receive something like this:
1 0 3
2 3 10
3 6 2
4 1 3
5 2 5
For two files awk 'FNR==NR { _a[FNR]=$3;} NR!=FNR { $3 += _a[FNR]; print; }' file*
work perfectly (I found this solution via google). How to change it on many files?
All you need is:
awk '{sum[FNR]+=$3} ARGIND==(ARGC-1){print $1, $2, sum[FNR]}' file*
The above used GNU awk for ARGIND. With other awks just add FNR==1{ARGIND++} at the start.
Since the first two columns are same in each file:
awk 'NR==FNR{b[FNR]=$1 FS $2;}{a[FNR]+=$3}END{for(i=1;i<=length(a);i++){print b[i] FS a[i];}}' file*
Array a is used to have the cumulative sum of the 3rd column of all files.
Array b is used to the 1st and 2nd column values
In the end, we print the contents of array a and b
file1
$ cat f1
1 0 1
2 3 3
3 6 2
4 1 0
5 2 4
file2
$ cat f2
1 0 2
2 3 7
3 6 0
4 1 3
5 2 1
Output
$ awk -v start=3 'NF{for(i=1; i<=NF; i++)a[FNR, i] = i>=start ? a[FNR, i]+$i : $i }END{ for(j=1; j<=FNR; j++){ s = ""; for(i=1; i<=NF; i++){ s = (s ? s OFS:"")((j,i) in a ? a[j,i] : "") } print s } }' f1 f2
1 0 3
2 3 10
3 6 2
4 1 3
5 2 5
Better Readable
variable start decides from which column start summing, suppose if you set 2 it will start summing from column2, column3 ...and so on, from all files, since you have equal no of fields and rows, it works well
awk -v start=3 '
NF{
for(i=1; i<=NF; i++)
a[FNR, i] = i>=start ? a[FNR, i]+$i : $i
}
END{
for(j=1; j<=FNR; j++)
{
s = "";
for(i=1; i<=NF; i++)
{
s = (s ? s OFS:"")((j,i) in a ? a[j,i] : "")
}
print s
}
}
' f1 f2
I want to print the first column, then a couple of columns with fixed values, like this command would do:
awk '{print $1,"1","2","1"}'
and then print all columns except the first after that...
I know this command prints all but the first column:
awk '{$1=""; print $0}'
But that gets rid of the first column.
In other words, this:
3 5 2 2
3 5 2 2
3 5 2 2
3 5 2 2
Needs to become this:
3 1 2 1 5 2 2
3 1 2 1 5 2 2
3 1 2 1 5 2 2
3 1 2 1 5 2 2
Any ideas?
use a loop to iterate through rest of the columns like this:
awk '{print $1,"1","2","1";for(i=2;i<=NF;i++) print $i}'
As an example:
$echo "3 5 2 2" | awk 'BEGIN{ORS=""}{print $1,"1","2","1";for(i=2;i<=NF;i++) print $i}'
3 1 2 1 5 2 2
$
Edit1 :
$ echo "3 5 2 2" | awk 'BEGIN{ORS="\n";OFS="\n"}{print $1,"1","2","1 ";for(i=2;i<=NF;i++) print $i" "}'
3
1
2
1
5
2
2
$
Edit2:
$ echo "3 5 2 2" | awk '{print $1,"1","2","1";for(i=2;i<=NF;i++) print $i}'
3 1 2 1
5
2
2
$
Edit3:
$ echo "3 5 2 2
3 5 2 2
3 5 2 2
3 5 2 2" | awk '{printf("%s %s ", $1,"1 2 1");for(i=2;i<=NF;i++) printf("%s ", $i); printf "\n"}'
3 1 2 1 5 2 2
3 1 2 1 5 2 2
3 1 2 1 5 2 2
3 1 2 1 5 2 2
You are almost there, you just need to store the first column in a temporary variable:
{
head=$1; # Store $1 in head, used later in printf
$1=""; # Empty $1, so that $0 will not contain first column
printf "%s 1 2 1%s\n", head, $0
}
And a full script:
echo "3 5 2 2" | awk '{head=$1;$1="";printf "%s 1 2 1%s\n", head, $0}'
Another solution with awk:
awk '{sub(/.*/, "1 2 1 "$2, $2)}1' File
3 1 2 1 5 2 2
3 1 2 1 5 2 2
3 1 2 1 5 2 2
3 1 2 1 5 2 2
Substitute the 2nd field with "1 2 1" followed by 2nd field itself.
You can do this using sed by replacing the first space by the string you want.
sed 's/ / 1 2 1 /' file
(OR)
With awk by replacing the first field($1):
awk '{$1=$1 " 1 2 1"}1' file
(I prefer the sed solution since it has less characters).
If we have the first file like below:
(a.txt)
1 asm
2 assert
3 bio
4 Bootasm
5 bootmain
6 buf
7 cat
8 console
9 defs
10 echo
and the second like:
(b.txt)
bio cat BIO bootasm
bio defs cat
Bio console
bio BiO
bIo assert
bootasm asm
bootasm echo
bootasm console
bootmain buf
bootmain bio
bootmain bootmain
bootmain defs
cat cat
cat assert
cat assert
and we want the output will be like this:
3 7 3 4
3 9 7
3 8
3 3
3 2
4 1
4 10
4 8
5 6
5 3
5 5
5 9
7 7
7 2
7 2
we read each second column in each file in the first file, we search if it exist in each column in each line in the second file if yes we replace it with the the number in the first column in the first file. i did it in only the fist column, i couldn't do it for the rest.
Here the command i use
awk 'NR==FNR{a[$2]=$1;next}{$1=a[$1];}1' a.txt b.txt
3 cat bio bootasm
3 defs cat
3 console
3 bio
3 assert
4 asm
4 echo
4 console
5 buf
5 bio
5 bootmain
5 defs
7 cat
7 assert
7 assert
how should i do to the other columns ?
Thankyou
awk 'NR==FNR{h[$2]=$1;next} {for (i=1; i<=NF;i++) $i=h[$i];}1' a.txt b.txt
NR is the global record number (line number default) across all files. FNR is the line number for the current file. The NR==FNR block specifies what action to take when global line number is equal to the current number, which is only true for the first file, i.e., a.txt. The next statement in this block skips the rest of the code so the for loop is only available to the second file, e.i., b.txt.
First, we process the first file in order to store the word ids in an associative array: NR==FNR{h[$2]=$1;next}. After which, we can use these ids to map the words in the second file. The for loop (for (i=1; i<=NF;i++) $i=h[$i];) iterates over all columns and sets each column to a number instead of the string, so $i=h[$i] actually replaces the word at the ith column with its id. Finally the 1 at the end of the scripts causes all lines to be printed out.
Produces:
3 7 3 4
3 9 7
3 8
3 3
3 2
4 1
4 10
4 8
5 6
5 3
5 5
5 9
7 7
7 2
7 2
To make the script case-insensitive, add tolower calls into the array indices:
awk 'NR==FNR{h[tolower($2)]=$1;next} {for (i=1; i<=NF;i++) $i=h[tolower($i)];}1' a.txt b.txt
divide and conquer!, a bit archaic but does the job =)
awk 'NR==FNR{a[$2]=$0;next}{$1=a[$1];}1' a.txt b.txt | tr ' ' ',' | awk '{ print $1 }' FS="," > 1
awk 'NR==FNR{a[$2]=$0;next}{$1=a[$2];}1' a.txt b.txt | tr ' ' ',' | awk '{ print $1 }' FS="," > 2
awk 'NR==FNR{a[$2]=$0;next}{$1=a[$3];}1' a.txt b.txt | tr ' ' ',' | awk '{ print $1 }' FS="," > 3
awk 'NR==FNR{a[$2]=$0;next}{$1=a[$4];}1' a.txt b.txt | tr ' ' ',' | awk '{ print $1 }' FS="," > 4
paste 1 2 3 4 | tr '\t' ' '
gives:
3 7 3 4
3 9 7
3 8
3 3
3 2
4 1
4 10
4 8
5 6
5 3
5 5
5 9
7 7
7 2
7 2
in this case I just changed the number of columns and paste the results together with a bit of edition in between.
{
cat a.txt; echo "--EndA--";cat b.txt
} | sed -n '1 h
1 !H
$ {
x
: loop
s/^ *\([[:digit:]]\{1,\}\) *\([^[:cntrl:]]*\)\(\n\)\(.*\)\2/\1 \2\3\4\1/
t loop
s/^ *[[:digit:]]\{1,\} *[^[:cntrl:]]*\n//
t loop
s/^[[:space:]]*--EndA--\n//
p
}
'
"--EndA--" could be something else if chance that it will present in one of the file (a.txt mainly)
Hello stackoverflow users!
Generally I would like to tune up script I am using, just to make it more insensitive to missing data.
My example data looks like this (tab delimited csv file with headers):
ColA ColB ColC
6 0 0
3 5.16551 12.1099
1 10.2288 19.4769
6 20.0249 30.6543
3 30.0499 40.382
1 59.9363 53.2281
2 74.9415 57.1477
2 89.9462 61.3308
6 119.855 64.0319
4 0 0
8 5.06819 46.8086
6 10.0511 60.1357
9 20.0363 71.679
6 30.0228 82.1852
6 59.8738 98.4446
3 74.871 100.648
1 89.9973 102.111
6 119.866 104.148
3 0 0
1 5.07248 51.9168
2 9.92203 77.3546
2 19.9233 93.0228
6 29.9373 98.7797
6 59.8709 100.518
6 74.7751 100.056
3 89.9363 99.5933
1 119.872 100
I use awk script found elsewhere, as follows:
awk 'BEGIN { fn=0 }
NR==1 { next }
NR==2 { delim=$2 }
$2 == delim {
f=sprintf("file_no%02d.txt",fn++);
print "Creating " f
}
{ print $0 > f }'
Which gives me output I want - omit 1st line, find 2nd column and set delimiter - in this example it will be '0':
file_no00.txt
6 0 0
3 5.16551 12.1099
1 10.2288 19.4769
6 20.0249 30.6543
3 30.0499 40.382
1 59.9363 53.2281
2 74.9415 57.1477
2 89.9462 61.3308
6 119.855 64.0319
file_no01.txt
4 0 0
8 5.06819 46.8086
6 10.0511 60.1357
9 20.0363 71.679
6 30.0228 82.1852
6 59.8738 98.4446
3 74.871 100.648
1 89.9973 102.111
6 119.866 104.148
file_no02.txt
3 0 0
1 5.07248 51.9168
2 9.92203 77.3546
2 19.9233 93.0228
6 29.9373 98.7797
6 59.8709 100.518
6 74.7751 100.056
3 89.9363 99.5933
1 119.872 100
To make the script more robust (imagine that rows with 0's are deleted) I would need to split file according to the subtracted value of rows 'n+1' and 'n' if this value is below 0 split file, so basically if (value_row_n+1)-value_row_n < 0 then split file. Of course I would need also to maintain the file naming. Preferred way is bash with awk use. Any advices? Thanks in advance!
Cheers!
Here is awk command that you can use:
cat file
ColA ColB ColC
3 5.16551 12.1099
1 10.2288 19.4769
6 20.0249 30.6543
3 30.0499 40.382
1 59.9363 53.2281
2 74.9415 57.1477
2 89.9462 61.3308
6 119.855 64.0319
8 5.06819 46.8086
6 10.0511 60.1357
9 20.0363 71.679
6 30.0228 82.1852
6 59.8738 98.4446
3 74.871 100.648
1 89.9973 102.111
6 119.866 104.148
1 5.07248 51.9168
2 9.92203 77.3546
2 19.9233 93.0228
6 29.9373 98.7797
6 59.8709 100.518
6 74.7751 100.056
3 89.9363 99.5933
1 119.872 100
awk 'NR == 1 {
next
}
!p || $2 < p {
f = sprintf("file_no%02d.txt",fn++);
print "Creating " f
}
{
p = $2;
print $0 > f
}' file
I suggest small modifications to your current script:
awk 'BEGIN { fn=0; f=sprintf("file_no%02d.txt",fn++); print "Creating " f }
NR==1 { next }
NR==2 { delim=$2 }
$2 - delim < 0 {
f=sprintf("file_no%02d.txt",fn++);
print "Creating " f
}
{ print $0 > f; delim = $2 }' infile
First, create the first file name just before starting the processing.
Second, in last condition save the value of current line to compare with the value of next line.
Third, instead the comparison with zero, do the substraction between previous value and current one to check if result is less than zero.
It yields:
==> file_no00.txt <==
6 0 0
3 5.16551 12.1099
1 10.2288 19.4769
6 20.0249 30.6543
3 30.0499 40.382
1 59.9363 53.2281
2 74.9415 57.1477
2 89.9462 61.3308
6 119.855 64.0319
==> file_no01.txt <==
4 0 0
8 5.06819 46.8086
6 10.0511 60.1357
9 20.0363 71.679
6 30.0228 82.1852
6 59.8738 98.4446
3 74.871 100.648
1 89.9973 102.111
6 119.866 104.148
==> file_no02.txt <==
3 0 0
1 5.07248 51.9168
2 9.92203 77.3546
2 19.9233 93.0228
6 29.9373 98.7797
6 59.8709 100.518
6 74.7751 100.056
3 89.9363 99.5933
1 119.872 100